In this article we will go through the necessary steps of building a dataset for a image classification tasks. When you get started with deep learning, most of the 'Hello World' tutorials are using datasets provided by the framework (MNIST, Fashion-Mnist, etc.). Usually, at that point, you don't spent to much time worrying about data. … Continue reading Creating a dataset for image classification→

In this post we will go through the necessary steps for building an application that can understand fingerspelling (or sign alphabet) from the web camera of your computer. As you can notice in fig. 1, the differences between some letters are quite subtle (see m, n, s and t), which makes it a not so trivial task. … Continue reading Detecting fingerspelling with artificial intelligence→